TransMed: Transformers Advance Multi-Modal Medical Image Classification

Fast and Automated Segmentation for the Three-Directional Multi-Slice Cine Myocardial Velocity Mapping

(2021) Yinzhe Wu et al.   Diagnostics

MADGAN: unsupervised medical anomaly detection GAN using multiple adjacent brain MRI slice reconstruction

(2021) Changhee Han et al.   BMC BIOINFORMATICS

MMFNet: A multi-modality MRI fusion network for segmentation of nasopharyngeal carcinoma

(2020) Huai Chen et al.   NEUROCOMPUTING

MV-RAN: Multiview recurrent aggregation network for echocardiographic sequences segmentation and full cardiac cycle analysis

(2020) Ming Li et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Added value of susceptibility-weighted imaging to diffusion-weighted imaging in the characterization of parotid gland tumors

(2020) Jia-Suo Jiang et al.   EUROPEAN ARCHIVES OF OTO-RHINO-LARYNGOLOGY

Multi-Modality Medical Image Fusion Using Convolutional Neural Network and Contrast Pyramid

(2020) Kunpeng Wang et al.   SENSORS

Simultaneous left atrium anatomy and scar segmentations via deep learning in multiview information with attention

(2020) Guang Yang et al.   Future Generation Computer Systems-The International Journal of eScience

Deep RetinaNet for Dynamic Left Ventricle Detection in Multiview Echocardiography Classification

(2020) Meijun Yang et al.   Scientific Programming

A mixture of views network with applications to multi-view medical imaging

(2019) Yaniv Shachor et al.   NEUROCOMPUTING

MultiResUNet : Rethinking the U-Net architecture for multimodal biomedical image segmentation

(2019) Nabil Ibtehaz et al.   NEURAL NETWORKS

Parotid gland fat related Magnetic Resonance image biomarkers improve prediction of late radiation-induced xerostomia

(2018) Lisanne V. van Dijk et al.   RADIOTHERAPY AND ONCOLOGY

Deep-learning-assisted diagnosis for knee magnetic resonance imaging: Development and retrospective validation of MRNet

(2018) Nicholas Bien et al.   PLOS MEDICINE

HyperDense-Net: A Hyper-Densely Connected CNN for Multi-Modal Image Segmentation

(2018) Jose Dolz et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

NeXt for neuro-radiosurgery: A fully automatic approach for necrosis extraction in brain tumor MRI using an unsupervised machine learning technique

(2017) Leonardo Rundo et al.   INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY

Efficient multi-scale 3D CNN with fully connected CRF for accurate brain lesion segmentation

(2017) Konstantinos Kamnitsas et al.   MEDICAL IMAGE ANALYSIS

Pulmonary Nodule Detection in CT Images: False Positive Reduction Using Multi-View Convolutional Networks

(2016) Arnaud Arindra Adiyoso Setio et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING